Telegram Bot with Economy, Tasks, Staking, Ref System & /Admin

I developed a full-scale #pyTelegramBotAPI featuring SD-token economy, a task system, multi-level referrals, staking, deposits/withdrawals, analytics, and a powerful admin panel.
The bot is built using a service-layer architecture and is optimized for high load — during the first hours after launch it successfully handled ~1000 active users on #SQLite and #python .
A migration to PostgreSQL is planned for scaling up to tens of thousands of users.
Core Features
1. SD Token Economy

Dual-balance system: SD & USDT

Rewards for completing tasks

Automatic commissions & transaction accounting

2. Multi-Level Referral System

Unique referral links

Reward distribution

Anti-multi-account protection

300+ referrals added in the first hours

3. Advanced Task System

Subscribe-to-channel tasks (with anti-unsubscribe protection)

Content viewing tasks

Admin tasks

Status tracking: viewed, started, completed

Anti-spam logic and validation of every action

4. Staking Module

Lock SD tokens and earn daily rewards

Dynamic APR depending on number of referrals

Protection against duplicate accruals

24h income, total income & stake statistics

5. Deposits & Withdrawals

TON / BEP20 / UAH

Admin approval system

Minimum limits, validation, logging

Transaction history

6. Lottery System

Ticket purchases

Winner selection

Automatic prize distribution

Historical logs

7. Telegram Admin Panel

User analytics & profiles

Task management

Referral tree viewer

Withdraw/deposit controls

Ban/unban

Full economy monitoring

Security & Reliability

Subscription verification + fallback layer

Anti-unsubscribe protection

Callback validation

Middleware-level error handling

Anti-cheat & anti-spam mechanisms

All balance operations executed within transactions

Result

The bot proved stable under real heavy load and is architecturally ready for migration to #PostgreSQL and scaling up to 50–100k users.
This is essentially a full-featured mini-platform inside Telegram with advanced financial mechanics and admin tools.